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  • Data Mining

Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.


Popular Data Mining Courses and Certifications


  • Status: Free Trial
    Free Trial
    K

    KodeKloud

    Python for the Absolute Beginner

    Skills you'll gain: Data Structures, Debugging, Python Programming, Programming Principles, Computer Programming, Scripting, Scripting Languages

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    P

    Peking University

    社会调查与研究方法 (上)Methodologies in Social Research (Part I)

    Skills you'll gain: Research Methodologies, Social Sciences, Research Design, Research, Scientific Methods, Surveys, Experimentation, Data Collection, Sample Size Determination, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Mixed · Course · 1 - 3 Months

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    I

    Imperial College London

    TensorFlow 2 시작하기

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Evaluation, Deep Learning, Convolutional Neural Networks, Transfer Learning, Data Preprocessing, Artificial Neural Networks, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    G

    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, DevOps, Application Lifecycle Management, Model Evaluation, AI Workflows, Cloud Deployment, Continuous Deployment, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado System

    Intermediate Object-Oriented Programming for Unity Games

    Skills you'll gain: Unity Engine, Video Game Development, Object Oriented Programming (OOP), C# (Programming Language), Event-Driven Programming, File I/O, UI Components, User Interface (UI), Debugging, Data Structures

    4.6
    Rating, 4.6 out of 5 stars
    ·
    330 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    A

    Arm

    Introduction to AI

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Computer Science, Deep Learning, Supervised Learning, Applied Machine Learning, Data Ethics, Recurrent Neural Networks (RNNs), Responsible AI, Convolutional Neural Networks, Data Science, Classification Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Salesforce Integration

    Skills you'll gain: Salesforce, Data Quality, Data Modeling, Data Integration, Business Process Automation, Data Cleansing, Data Management, Business Process, User Accounts, Dashboard, Data Import/Export, Automation, Identity and Access Management, Business Reporting, Data Security, Cloud Computing

    4
    Rating, 4 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    T

    The University of Edinburgh

    Football: More than a Game

    Skills you'll gain: Culture, International Relations, Finance, Diplomacy, Social Impact, Cultural Diversity, Socioeconomics, Cultural Sensitivity, World History, Governance, Community Development, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    Forecasting Financial Statements & Valuation for Accountants

    Skills you'll gain: Financial Statement Analysis, Financial Reporting, Financial Forecasting, Financial Acumen, Business Valuation, Financial Modeling, Balance Sheet, Cash Flow Forecasting, Generally Accepted Accounting Principles (GAAP), Finance, Market Data, Trend Analysis, Estimation

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    C

    Coursera

    Cleaning, Organizing, and Speeding Up SQL

    Skills you'll gain: Data Cleansing, Database Design, Data Integration, SQL, Data Manipulation, Database Management, Relational Databases, Data Validation, Data Quality, Data Integrity, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    2

    28DIGITAL

    Privacy in the Western World

    Skills you'll gain: Personally Identifiable Information, Information Privacy, Law, Regulation, and Compliance, Data Ethics, International Relations, Cybersecurity, World History, European History, Research, Political Sciences

    4.5
    Rating, 4.5 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Java in Machine Learning

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Jenkins, Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, Java, Continuous Deployment, Java Programming, Federated Learning, Artificial Intelligence, Model Evaluation, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning

    Intermediate · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular data mining courses

  • Python for the Absolute Beginner: KodeKloud
  • 社会调查与研究方法 (上)Methodologies in Social Research (Part I): Peking University
  • TensorFlow 2 시작하기: Imperial College London
  • Machine Learning Operations (MLOps): Getting Started - Français: Google Cloud
  • Intermediate Object-Oriented Programming for Unity Games: University of Colorado System
  • Introduction to AI: Arm
  • Salesforce Integration: University of California, Irvine
  • Football: More than a Game: The University of Edinburgh
  • Forecasting Financial Statements & Valuation for Accountants: University of Illinois Urbana-Champaign
  • Cleaning, Organizing, and Speeding Up SQL: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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